Procrustes Cross-Validation—A Bridge between Cross-Validation and Independent Validation Sets-Reference-Cited by-同舟云学术

Procrustes Cross-Validation—A Bridge between Cross-Validation and Independent Validation Sets

Published:2020-08-10 Issue:17 Volume:92 Page:11842-11850
ISSN:0003-2700
Container-title:Analytical Chemistry
language:en
Short-container-title:Anal. Chem.

Author:

Kucheryavskiy Sergey¹^ORCID,Zhilin Sergei²,Rodionova Oxana³^ORCID,Pomerantsev Alexey³^ORCID

Affiliation:

1. Department of Chemistry and Bioscience, Aalborg University, Niels Bohrs vej 8, Esbjerg 6700, Denmark

2. CSort Ltd., Germana Titova St. 7, Barnaul 656023, Russia

3. Semenov Federal Research Center for Chemical Physics, RAS, Kosygin St. 4, Moscow 119991, Russia

Funder

Russian state assignment

Publisher

American Chemical Society (ACS)

Subject

Analytical Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.analchem.0c02175

Reference19 articles.

1. Statistical validation of classification and calibration models using bootstrapped Latin partitions

2. Repeated double cross validation

3. Multiple Versus Single Set Validation of Multivariate Models to Avoid Mistakes

4. Kohavi, R. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection. Proc. of International Joint Conference on Artificial Intelligence; 1995; pp. 1137–1143.

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